Publications

Integrated CT Foundation Model and Radiomic Features Define Clinically and Biologically Distinct Colorectal Cancer Subtypes

Du Cai, Haoning Qi, Qiuxia Yang, Yibin Zhao, Chenghang Li, Chuling Hu, Yinmeng Zhang, Rende Huang, Wenjun Mao, Xiaojian Wu, Yize Mao, Feng Gao

Abstract

This study integrates features from a CT foundation model with radiomic features to define colorectal cancer subtypes that are distinct in both clinical and biological characteristics. The work advances non-invasive characterization of colorectal cancer heterogeneity by connecting routinely acquired CT imaging with clinically relevant and biologically informed patient stratification.

Type
Journal article
Publication
Research